A poverty index prediction model for students based on PSO-LightGBM

Author:

Zhu Junjie,Li Butong,Wang ZilongORCID

Publisher

Springer Science and Business Media LLC

Subject

Management Science and Operations Research,General Decision Sciences

Reference44 articles.

1. Afrianto, E., Suseno, J.E., & Warsito, B. (2020). Decision tree method with c4. 5 algorithm for students classification who is entitled to receive indonesian smart card (kip). In IOP conference series: Materials science and engineering (vol. 879, No. 1, p. 012072).

2. Ahuja, R., & Sharma, S. C. (2021). Exploiting machine learning and feature selection algorithms to predict instructor performance in higher education. Journal of Information Science & Engineering, 37, 5.

3. Baum, S. (2017). College affordability and institutional pricing policies. Planning for Higher Education, 45(3), 68.

4. Bratton, D., & Kennedy, J. (2007). Defining a standard for particle swarm optimization. IEEE Swarm Intelligence Symposium, 2007, 120–127.

5. Callender, C. (2010). Bursaries and institutional aid in higher education in England: Do they safeguard and promote fair access? Oxford Review of Education, 36(1), 45–62.

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